Preheat the oven to 350 F. In a large bowl, mix together cake mix, eggs, and vegetable oil until smooth. Fold in the sprinkles.
Use a cookie scoop to place the cookies onto a large ungreased baking sheet. Place one Oreo cookie on each cookie dough. Cover with more cookie dough. Bake for 10-12 minutes.